1707 search results - page 153 / 342 » A Boosting Algorithm for Regression |
187
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GECCO
2008
Springer
15 years 8 months ago
2008
Springer
We propose an algorithm for function approximation that evolves a set of hierarchical piece-wise linear regressors. The algorithm, named HIRE-Lin, follows the iterative rule learn...
201
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ICRA
2009
IEEE
16 years 1 months ago
2009
IEEE
—We present an application of machine learning to the semi-automatic synthesis of robust servo-trackers for underwater robotics. In particular, we investigate an approach based o...
193
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ICCV
2005
IEEE
16 years 13 days ago
2005
IEEE
We present a novel categorical object detection scheme that uses only local contour-based features. A two-stage, partially supervised learning architecture is proposed: a rudiment...
149
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JMLR
2002
15 years 6 months ago
2002
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
127
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DFT
2008
IEEE
16 years 1 months ago
2008
IEEE
Nanoelectronic components are expected to suffer from very high error rates, implying the need for hardening techniques. We propose a fine-grained approach to harden a promising...